Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007421

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001827

distance 0.151 · cross-district

#2 · Nandedcell 4850002405

distance 0.161 · cross-district

#3 · Beedcell 4700007881

distance 0.173

#4 · Beedcell 4700004981

distance 0.179

#5 · Beedcell 4700001121

distance 0.179

#6 · Laturcell 4810001467

distance 0.182 · cross-district

#7 · Dharashivcell 4880003009

distance 0.182 · cross-district

#8 · Beedcell 4700008756

distance 0.183

#9 · Beedcell 4700008059

distance 0.184

#10 · Laturcell 4810001901

distance 0.185 · cross-district

#11 · Washimcell 4990001916

distance 0.186 · cross-district

#12 · Jalnacell 4790003130

distance 0.188 · cross-district

#13 · Nandedcell 4850004044

distance 0.189 · cross-district

#14 · Laturcell 4810001967

distance 0.19 · cross-district

#15 · Beedcell 4700007708

distance 0.195

#16 · Dharashivcell 4880006404

distance 0.195 · cross-district

#17 · Sanglicell 4930001772

distance 0.196 · cross-district

#18 · Laturcell 4810001481

distance 0.196 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700007421}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.